Airbnb - income EDA 04

Monthly relative income on SA4 level

1 Data

Absolute numbers

Relative revenue was calculated for most recent 12 months of data:

This is the view across regions:

2 Clustering temporal trajectories

2.1 Methods

See Genolini et al. (2015) at https://www.jstatsoft.org/article/view/v065i04

2.2 Number of clusters

No clear evidence for optimal amount of clusters

2.3 Different cluster solutions

2.3.1 3 clusters

##  cluster3geometry  n   percent
##                 A 46 0.5227273
##                 B 32 0.3636364
##                 C 10 0.1136364

2.3.2 8 clusters

##  cluster8geometry  n    percent
##                 A 22 0.25000000
##                 B 20 0.22727273
##                 C 17 0.19318182
##                 D 10 0.11363636
##                 E  8 0.09090909
##                 F  7 0.07954545
##                 G  2 0.02272727
##                 H  2 0.02272727

3 Geofacets of income

Using 8 clusters solution

3.1 Absolute

3.2 Relative